Complex Sentence Simplification Techniques

Many neurodiverse individuals, such as those with autism, ADHD, or dyslexia, will benefit from simplified sentences that are direct and unambiguous. Natural Language Processing (NLP) techniques are utilized in making long and complex sentences easier to understand for neurodiverse individuals.  Through my research, I have identified following techniques of NLP that can be utilized in […]

Audio Sentiment Analysis

Audio Sentiment Analysis is the process of extracting sentiment information from spoken audio using Computational Linguistics (speech processing) and Machine Learning. We analyze various audio attributes, such as pitch, intonation, prosody, and volume, to identify whether the tone contains sarcasm, frustration, anger, joy, or sadness in this process.  The following steps involve analyzing sentiment in an […]

Computational Linguistics and its Applications

Computational Linguistics (CL) is the branch of linguistics in which the concepts and algorithms of computer science are applied in performing analysis and synthesis of language and speech. This field of study focuses on the idea I briefly touched on in my last blog: machines can be taught to understand and output a language. The […]